In this study, after excluding other important confounding factors affecting the prognosis of heart failure, multivariable regression analysis revealed age, BNP, AST and CONUT score still independently predicted all-cause death within 90 days after discharge in systolic HF cases. The gene discussed is NPPB; the disease is heart failure.